{"id":"W3168774651","doi":"10.1093/rheumatology/keab492","title":"Autoantibody profiles delineate distinct subsets of scleromyositis","year":2021,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Montreal Neurological Institute and Hospital; Université de Montréal; University of Calgary; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Autoantibody; Medicine; Internal medicine; Immunology; Pathology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005099142,0.0005922063,0.0005383229,0.001264462,0.0002888115,0.0005187891,0.0002690176,0.0004441447,0.001691895],"category_scores_gemma":[0.001267267,0.0001940255,0.0003220424,0.0004739004,0.0003334882,0.0003820365,0.0006509263,0.0002516734,0.0005770552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098747,"about_ca_system_score_gemma":0.0001170521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450702,"about_ca_topic_score_gemma":0.0002778418,"domain_scores_codex":[0.9996359,0.0000894971,0.00006046571,0.0000846395,0.00005844068,0.00007115164],"domain_scores_gemma":[0.9990678,0.0002198132,0.0004380313,0.00005301158,0.00009199647,0.0001293723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00113723,0.00007533639,0.9726169,0.00005009257,0.00009033032,0.0006846699,0.0002740171,0.0001125261,0.01863009,0.00004661177,0.00008339774,0.00619888],"study_design_scores_gemma":[0.00002855825,0.000573668,0.9932114,0.00002762702,0.0000500973,0.004090588,0.0003071909,0.000352662,0.0009406782,0.0001206248,0.0002899447,0.000006956983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994374,0.000214149,0.00008431191,0.000008361985,0.000001423922,0.000005978801,0.00004347934,0.00000390488,0.0002008567],"genre_scores_gemma":[0.9994951,0.00007851599,0.0001142062,0.00001261377,0.00001017449,0.000007208335,0.0001943182,0.000003077654,0.00008480185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001691895,"threshold_uncertainty_score":0.005659997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429066095620443,"score_gpt":0.2618064676575972,"score_spread":0.2475158067013928,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}